近5年部分代表性论文：
期刊：
[J24] 郭晶晶，刘玖樽，马勇，刘志全，熊宇鹏，苗可，李佳星，马建峰,基于模型水印的联邦学习后门攻击防御方法，计算机学报, 47(3): 662-676, 2024 Paper Link
[J23] Zhiquan Liu, Lin Wan, Jingjing Guo*, Feiran Huang, Xia Feng, Libo Wang, and Jianfeng Ma, PPRU: A Privacy-Preserving Reputation Updating Scheme for Cloud-Assisted Vehicular Networks, IEEE Transactions on Vehicular Technology, published online, 2023（中科院2区，TOP，影响因子：6.8), DOI: 10.1109/TVT.2023.3340723 Paper Link
[J22] Zhiquan Liu, Lin Wan, Yong Ma, Jingjing Guo, et al., Establishing Trustworthy and Privacy-Preserving SAGIVNs in 6G: Architectures, Requirements, and Solutions, IEEE Network Magazine, DOI: 10.1109/MNET.2023.3335974, 2023 (中科院2区，影响因子：9.8), DOI: 10.1109/MNET.2023.3335974 Paper Link
[J21] Jingjing Guo, Zhiquan Liu, Siyi Tian, Feiran Huang, Jiaxing Li, Xinghua Li, Kostromitin Konstantin Igorevich, Jianfeng Ma, TFL-DT: A Trust Evaluation Scheme for Federated Learning in Digital Twin for Mobile Networks, IEEE Journal on Selected Areas in Communication, 41(11): 3548 - 3560, 2023. (中科院1区，CCF A, 影响因子：16.4) Paper Link
[J20] Bin Luo, Xinghua Li, Ximeng Liu, Jingjing Guo, Yanbing Ren, Siqi Ma, Jianfeng Ma, D2MTS: Enabling Dependable Data Collection with Multiple Crowdsourcers Trust Sharing in Mobile Crowdsensing, IEEE Transactions on Knowledge and Data Engineering, 2023. （中科院2区，CCF A, 影响因子：8.6）Paper Link
[J19] Jingjing Guo, Liangcheng Xiong, Jiaxing Li, Jiuzun Liu, Siyi Tian, Haiyang Li; An incentive mechanism for horizontal federated learning based on principle of compound interest, Physical Communication 60 (2023) 102128. (SCI, EI, DOI: 10.1016/j.phycom.2023.102128) Paper Link
[J18] Jianbin Mai, Yongdong Wu, Zhiquan Liu, Jingjing Guo, Zuobin Ying, Xin Chen, Shunyan Cui. Anomaly Detection Method for Vehicular Network Based on Collaborative Deep Support Vector Data Description, Physical Communication, 2023, 56: 101940. (SCI, EI, DOI: 10.1016/j.phycom.2022.101940)
[J17]李海洋;郭晶晶*;刘玖樽;刘志全；隐私保护的拜占庭鲁棒联邦学习算法， 西安电子科技大学学报，网络出版，2023. Paper Link
[J16] Jingjing Guo, Haiyang Li, Feiran Huang, Yanguo Peng, Zhiquan Liu, Xinghua Li, Jianfneg Ma, Varun G Menon, Konstantin Igorevich Kostromitin. ADFL: A Poisoning Attack Defense Framework for Horizontal Federated Learning. IEEE Transactons on Industrial Informatics, 18(10): 6526 - 6536, 2022（中科院1区，影响因子：10.215）Paper Link
[J15] Jingjing Guo, Huamin Gao, Zhiquan Liu, Feiran huang, Junwei Zhang, Xinghua Li, Jianfeng Ma. ICRA: An Intelligent Clustering Routing Approach for UAV Ad Hoc Networks. IEEE Transactions on Intelligent Transportation Systems, 24(2): 2447 - 2460, 2023（中科院1区，影响因子：6.319）Paper Link
[J14] Jingjing Guo, Xuliang Wei, Yuling Zhang, Jianfeng Ma, Huamin Gao, Libo Wang, Zhiquan Liu . Anti-tampering scheme of evidence transfer information in judicial system based on blockchain. Security and Communication Networks, 2022, accepted. DOI: 10.1155/2022/5804109 (SCI, CCF推荐)
[J13] 郭晶晶，高华敏，刘志全，王立波，张兴隆. 面向无人机自组网的路由消息完整性保护方法. 航空科学技术，2022.04，to be appeared.
[J12] Zhiquan Liu, Jingjing Guo*, Feiran Huang, Donghong Cai, Yongdong Wu, Xin Chen, Kostromitin Konstantin Igorevich. Lightweight Trustworthy Message Exchange in Unmanned Aerial Vehicle Networks. IEEE Transactions on Intelligent Transportation Systems, 24(2): 2144 - 2157, 2023（中科院1区，影响因子：6.319）Paper Link
[J11]Zhiquan Liu, Jian Weng, Jingjing Guo*, Jianfeng Ma, Feiran Huang, Heng Sun, and Yudan Cheng, PPTM: A Privacy-Preserving Trust Management Scheme for Emergency Message Dissemination in Space-Air-Ground Integrated Vehicular Networks, IEEE INTERNET OF THINGS JOURNAL, 2021, accepted. (DOI: 10.1109/JIOT.2021.3060751)（中科院1区，影响因子：9.515）
[J10] Zhiquan Liu, Feiran Huang*, Jian Weng, Kun Cao, Yinbin Miao, Jingjing Guo, Yongdong Wu. BTMPP: Balancing Trust Management and Privacy Preservation for Emergency Message Dissemination in Vehicular Networks. IEEE Internet of Things Journal, 2020. (DOI: 10.1109/JIOT.2020.3037098)（中科院1区，影响因子：9.515）
[J9] Jingjing Guo, Xinghua Li, Zhiquan Liu, Jianfeng Ma, Chao Yang, Junwei Zhang, Dapeng Wu, TROVE: A Context Awareness Trust Model for VANETs Using Reinforcement Learning, IEEE INTERNET OF THINGS JOURNAL, 2020, DOI:10.1109/JIOT.2020.2975084（中科院1区，影响因子：9.515）
[J8] B. Luo, X. Li, J. Weng, J. Guo and J. Ma, "Blockchain Enabled Trust-Based Location Privacy Protection Scheme in VANET," in IEEE Transactions on Vehicular Technology, vol. 69, no. 2, pp. 2034-2048, Feb. 2020. (中科院2区，影响因子：5.339)
[J7] Zhiquan Liu, Jian Weng, Jianfeng Ma, Jingjing Guo, Bingwen Feng, Zhongyuan Jiang, Kaimin Wei. TCEMD: A Trust Cascading-Based Emergency Message Dissemination Model in VANETs. IEEE Internet of Things Journal, 2019. DOI: 10.1109/JIOT.2019.2957520 （中科院1区，影响因子：9.515）
[J6] Jingjing Guo, Jianfeng Ma, Xinghua Li, Tao Zhang, Zhiquan Liu, A Situational Awareness Trust Evolution Model for Mobile Devices in D2D Communication. IEEE Access 6: 4375-4386 (2018) (中科院2区，影响因子：4.098)
[J5] Chao Yang, Junwei Zhang, Jingjing Guo, Yu Zheng, Li Yang, Jianfeng Ma, Fingerprint Protected Password Authentication Protocol. Security and Communication Networks 2019: 1694702:1-1694702:12 （中科院4区，影响因子：1.116）
[J4] Jingjing Guo, Jianfeng Ma, Xinxin Guo, Xinghua Li, Junwei Zhang, Tao Zhang, Trust-based service composition and selection in service oriented architecture. Peer-to-Peer Networking and Applications 11(5): 862-880 (2018)(中科院4区，影响因子：1.724)
[J3] Qi Gao, Junwei Zhang, Jianfeng Ma, Chao Yang, Jingjing Guo, Yinbin Miao, LIP-PA: A Logistics Information Privacy Protection Scheme with Position and Attribute-Based Access Control on Mobile Devices. Wireless Communications and Mobile Computing 2018: 9436120:1-9436120:14 (2018)(中科院4区，影响因子：1.388)
[J2]Hai Liu, Xinghua Li, Jianfeng Ma, Mengfan Xu, Jingjing Guo, Reconstruction methodology for rational secret sharing based on mechanism design. SCIENCE CHINA Information Sciences 60(8): 088101:1-088101:3 (2017)（中科院2区，影响因子:2.182）
[J1] Jingjing Guo, Jianfeng Ma, Xinghua Li, Junwei Zhang, Tao Zhang, An Attribute-Based Trust Negotiation Protocol for D2D Communication in Smart City Balancing Trust and Privacy. J. Inf. Sci. Eng. 33(4): 1007-1023 (2017)（中科院4区，影响因子：）
国际会议：
[C5] Yanguo Peng, Rongqiao Liu, Xiyue Gao, Jingjing Guo, Luyuan Huang, Yaofeng Tu. SecCT: Secure and scalable count query models on encrypted genomic data. 28th IEEE Pacific Rim International Symposium on Dependable Computing (PRDC 2023), 24-27, OCT, 2023, Singapore.
[C4] Yudan Cheng, Donghong Cai*, Zhiquan Liu*, Jingjing Guo, Feiran Huang, Runchuan Li, Lin Wan. PPTD: A Privacy-Preserving Truth Discovery Scheme in Mobile Crowdsensing. 2023 International Conference on Intelligent Control and Computing (IC&C 2023), 2023, to be published. (EI:, DOI:, Best Paper Award)
[C3] Tao Zhang, Yongzhi Wang, Guangxia Li, Jingjing Guo, Qi Li, Reputation Propagation for Web Service Composition: A Shapley Value Approach, 2017 International Conference on Networking and Network Applications (NaNA 2017).
[C2] Jingjing Guo, Christian Damsgaard Jensen, Jianfeng Ma, Feasibility study of context-awareness device comfort calculation methods and their application to comfort-based access control. SAC 2016: 2202-2209.
[C1] Jingjing Guo, Christian Damsgaard Jensen, Jianfeng Ma, Continuous Context-Aware Device Comfort Evaluation Method. IFIPTM 2015: 203-211.
部分授权专利：
[1] 郭晶晶,高华敏,马建峰,刘志全,李兴华,魏旭亮.一种无人机自组织网络的路由建立方法及系统, 国家发明专利, 专利号: ZL202110019348.5, 申请日期: 2021-01-07, 授权日期：2022-10-25
[2] 郭晶晶,李海洋,刘玖樽,熊良成,田思怡,马建峰,高华敏.一种联邦学习中异常节点的检测方法及系统,国家发明专利,专利号:ZL202110020440.3,申请日期:2021-01-07,授权日期:2022-10-04
[3] 郭晶晶,高华敏,刘志全,黄斐然,魏林锋.一种无人机自组织网络的路由安全保护方法及系统,国家发明专利,专利号:ZL202110851751.4,申请日期:2021-07-27,授权日期:2022-08-26
[4] 郭晶晶,马建峰,刘志全,杨腾飞,孟倩,侯高攀,张涛.一种车载自组网环境下面向内容的信任评估系统及方法,国家发明专利,专利号:ZL201910735254.0,申请日期:2019-08-09,授权日期:2021-07-27
[5]郭晶晶,刘玖樽,魏林锋,黄斐然,刘志全.一种横向联邦学习系统中拜占庭节点的检测方法及系统,国家发明专利,申请号:CN202110851735.5,申请日期:2021-07-27,授权日期:2023-08-28
[6] 李兴华,李小强,王运维,任彦冰,胡中元,王航,张俊伟,郭晶晶.区块链构建方法、系统、存储介质、计算机设备及应用,国家发明专利,专利号:ZL202010769437.7,申请日期:2020-08-03,授权日期:2022-05-03
[7] 李兴华,王运帷,王航,黄晓明,李小强,任彦冰,张俊伟,姜奇,杨超,杨力,郭晶晶,苗银宾.面向飞行任务无人机区块链建立方法、系统、设备、终端,国家发明专利,专利号：ZL202111048010.9,申请日期：2021-9-8,授权日期：2022-9-30
[8] 刘志全,万琳,王立波,李润川,孙恒,蔡东洪,魏林锋,郭晶晶.一种无人机网络中的轻量级可信消息交换方法及系统,国家发明专利,专利号：ZL202111531335.2,申请日期：2021-12-15,授权日期：2023-4-28
[9] 刘志全, 李润川, 殷菊笠, 万琳, 孙恒, 蔡东洪, 魏林锋, 郭晶晶. 一种无人机网络中轻量级、隐私保护的信任评估方法及系统, 国家发明专利, 专利号: ZL202111460499.0, 申请日期: 2021-12-02, 授权日期: 2022-11-29
[10] 杨超,闫志成,张俊伟,郭晶晶,马建峰.基于多口令身份鉴别的WLAN接入访问控制系统及方法,国家发明专利,专利号:ZL201910043594.7,申请日期:2019-01-17,授权日期:2021-07-27
[11] 杨超,潘晓波,马建峰,李兴华,杨力,郭晶晶,马宝林,张晓涵,智一方.基于异常感知的异构控制器集群业务主动变迁系统及方法,国家发明专利,专利号:ZL201910502456.0,申请日期:2019-06-11,授权日期:2021-05-18
部分申请专利：
[1] 郭晶晶，田思怡，唐波，徐华伟，李乐言，刘志全，徐贵泓. 一种机器学习参与方的信任度评估方法、系统、设备及介质，申请号：2023114780135，申请日期：2023-11-07
[2] 郭晶晶，刘昌，刘志全，马勇，徐贵泓.一种个性化差分隐私场景下高可用的联邦学习方法、系统及设备，申请号: CN 2023107672070，申请日期:2023-06-27
[3] 郭晶晶，李佳星，马勇，刘志全，熊宇鹏. 一种针对联邦学习中参与方贡献评估的方法、系统、设备及介质，国家发明专利，申请号: CN 202310767210.2，申请日期: 2023-06-27
[4] 郭晶晶，熊宇鹏，马勇，刘志全，李佳星.一种基于DCT的联邦学习拜占庭参与方检测方法、系统、设备及介质，国家发明专利，申请号:CN202310767215.5，申请日期:2023-06-27
[5] 郭晶晶，刘玖樽，马勇，苗可，刘志全. 一种隐私保护的横向联邦学习安全聚合方法、系统、设备及介质，国家发明专利，申请号: CN 2023106574225，申请日期: 2023-06-05
[6] 郭晶晶，苗可，刘玖樽，刘志全.一种纵向联邦学习中投毒攻击的防御方法、系统、设备及介质,国家发明专利，申请号: CN 2023104421969，申请日期:2023-04-23
[7] 郭晶晶，李海洋，马勇，刘志全，熊宇鹏.一种基于LSTM的联邦学习拜占庭节点检测方法，国家发明专利，申请号: CN 2023104811832，申请日期:2023-04-28
[8] 郭晶晶，熊良成，刘志全，李佳星.一种横向联邦学习中参与方的贡献度评估方法，国家发明专利，申请号:CN202310211598.8，申请日期:2023-03-07
[9] 郭晶晶，田思怡，刘志全，徐贵泓.一种面向横向联邦学习的信任管理方法,国家发明专利，申请号:CN202310212015.3，申请日期:2023-03-07
[10] 郭晶晶，熊良成，马建峰，李兴华，刘玖樽，李海洋，田思怡，高华敏.一种横向联邦学习系统用户节点的激励方法及系统,国家发明专利，申请号:CN202110218159.0，申请日期:2021-02-26
[11] 郭晶晶，张玉玲，魏旭亮，马建峰，李兴华，刘志全，高华敏.基于区块链的刑事案件证据流转记录的管理方法及系统,国家发明专利，申请号:CN202011052778.9，申请日期: 2020-09-29
[12] 李乐平，郭晶晶，徐贵泓. 一种轻量级隐私保护和完整性验证的联邦学习方法、系统、设备及介质，申请号：2023112715875，申请日期：2023-09-28
[13] 李乐平，郭晶晶，刘昌. 一种基于差分隐私的联邦学习模型完整性验证方法、系统、设备及介质，申请号：2023112685526，申请日期：2023-09-28
[14] 郭晶晶，叶非凡，徐华伟，唐波，李乐言，邵诗韵，刘志全，李兴华. 一种车载域集中式架构下的自适应安全车载通信方法、系统、设备及介质，申请号：2024103627827，申请日期：2024-03-28
[15] 郭晶晶，唐波，徐华伟，李乐言，叶非凡，杜永超，周弘历. 一种自适应跳频的 RKE 安全通信方法、系统、设备及介质，申请号：2024103632702，申请日期：2024-03-28